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MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation

Oct 22, 2020
Junkun Chen, Mingbo Ma, Renjie Zheng, Liang Huang

* 10 pages 

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Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training

Oct 21, 2020
Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Jiahong Yuan, Kenneth Church, Liang Huang

* Findings of EMNLP 2020 
* 10 pages, accepted by Findings of EMNLP 2020 

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Improving Simultaneous Translation with Pseudo References

Oct 21, 2020
Junkun Chen, Renjie Zheng, Atsuhito Kita, Mingbo Ma, Liang Huang

* 6 pages 

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Simultaneous Translation Policies: From Fixed to Adaptive

May 02, 2020
Baigong Zheng, Kaibo Liu, Renjie Zheng, Mingbo Ma, Hairong Liu, Liang Huang


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Opportunistic Decoding with Timely Correction for Simultaneous Translation

May 02, 2020
Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Liang Huang

* accepted by ACL 2020 

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Incremental Text-to-Speech Synthesis with Prefix-to-Prefix Framework

Nov 07, 2019
Mingbo Ma, Baigong Zheng, Kaibo Liu, Renjie Zheng, Hairong Liu, Kainan Peng, Kenneth Church, Liang Huang

* 11 pages 

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Machine Translation in Pronunciation Space

Nov 03, 2019
Hairong Liu, Mingbo Ma, Liang Huang


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Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation

Sep 12, 2019
Baigong Zheng, Renjie Zheng, Mingbo Ma, Liang Huang

* EMNLP 2019 

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Speculative Beam Search for Simultaneous Translation

Sep 12, 2019
Renjie Zheng, Mingbo Ma, Baigong Zheng, Liang Huang

* accepted by EMNLP 2019 

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Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System Report

Jun 22, 2019
Renjie Zheng, Hairong Liu, Mingbo Ma, Baigong Zheng, Liang Huang

* accepted by WMT 2019 

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Simultaneous Translation with Flexible Policy via Restricted Imitation Learning

Jun 04, 2019
Baigong Zheng, Renjie Zheng, Mingbo Ma, Liang Huang

* ACL 2019 

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Learning to Stop in Structured Prediction for Neural Machine Translation

Apr 01, 2019
Mingbo Ma, Renjie Zheng, Liang Huang

* NAACL 2019 
* 5 pages 

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STACL: Simultaneous Translation with Integrated Anticipation and Controllable Latency

Nov 03, 2018
Mingbo Ma, Liang Huang, Hao Xiong, Kaibo Liu, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Haifeng Wang


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Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation

Oct 27, 2018
Yilin Yang, Liang Huang, Mingbo Ma

* EMNLP 2018 

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Robust Neural Machine Translation with Joint Textual and Phonetic Embedding

Oct 15, 2018
Hairong Liu, Mingbo Ma, Liang Huang, Hao Xiong, Zhongjun He


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When to Finish? Optimal Beam Search for Neural Text Generation (modulo beam size)

Aug 31, 2018
Liang Huang, Kai Zhao, Mingbo Ma

* accepted by EMNLP 2017 

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Ensemble Sequence Level Training for Multimodal MT: OSU-Baidu WMT18 Multimodal Machine Translation System Report

Aug 31, 2018
Renjie Zheng, Yilin Yang, Mingbo Ma, Liang Huang

* Published in WMT 2018 
* 5 pages 

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Multi-Reference Training with Pseudo-References for Neural Translation and Text Generation

Aug 28, 2018
Renjie Zheng, Mingbo Ma, Liang Huang

* Published in EMNLP 2018 
* 10 pages 

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OSU Multimodal Machine Translation System Report

Dec 14, 2017
Mingbo Ma, Dapeng Li, Kai Zhao, Liang Huang

* 5, WMT 2017 

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Group Sparse CNNs for Question Classification with Answer Sets

Oct 07, 2017
Mingbo Ma, Liang Huang, Bing Xiang, Bowen Zhou

* 6, ACL 2017 

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Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks

Sep 28, 2017
Mingbo Ma, Kai Zhao, Liang Huang, Bing Xiang, Bowen Zhou

* interspeech 2017 

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Textual Entailment with Structured Attentions and Composition

Jan 04, 2017
Kai Zhao, Liang Huang, Mingbo Ma


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Classify or Select: Neural Architectures for Extractive Document Summarization

Nov 14, 2016
Ramesh Nallapati, Bowen Zhou, Mingbo Ma

* arXiv admin note: text overlap with arXiv:1611.04230 

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Dependency-based Convolutional Neural Networks for Sentence Embedding

Aug 03, 2015
Mingbo Ma, Liang Huang, Bing Xiang, Bowen Zhou

* this paper has been accepted by ACL 2015 

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